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Fine-tuning of these parameters might have a significant impact on search efficiency but such a systematic analysis is out of the scope of a proof-of concept for the use of ACO-ME.
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If 'unknown' proteins are not just a random subset of the proteome, but are biased in such a systematic fashion, classifiers trained and tested on proteins of known function may generalize poorly and will be unable to predict the function of the real proteins of interest.
Jewish tradition is very rich in these concepts, not in such a systematic way, but because Judaism and [the] Jewish people have experienced so much, Jewish religious literature contains a great deal of information on these topics -- on hopefulness, on optimism, on gratitude, forgiveness.
None of this was completely new, of course, but I'd never done it in such a systematic way.
Here, we demonstrate such a systematic, unbiased and objective computational approach.
No other country has been found to have had such a systematic program of doping.
At this point in time, however, such a systematic design approach does not exist.
Very few companies in the world have set up such a systematic process of mapping out their DNA to make sure it doesn't degrade over time.
But in the interviews here, several current and former flight school managers said they saw no signs that Mr. Williams and his colleagues had undertaken such a systematic program in their own area.
So far, such a systematic synthesis approach has not been reported in literature.
Such a systematic screen for cell phenotypes, such as cell viability, can thus be effective in characterizing functionally related genes on a genome-wide scale.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com